Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 0.163826 0.179860 0.197370 0.218018 0.241837 0.268615 0.301235
2025-05-18 0.136168 0.157806 0.183360 0.216205 0.257963 0.310222 0.382147
2025-05-25 0.115590 0.138770 0.167606 0.206954 0.260636 0.333549 0.444366
2025-06-01 0.102950 0.126995 0.158149 0.202752 0.267284 0.361386 0.517971
2025-06-08 0.094480 0.119216 0.152386 0.201895 0.277377 0.394915 0.608482
2025-06-15 0.088503 0.113926 0.149075 0.203563 0.290808 0.435570 0.723144
2025-06-22 0.080513 0.105017 0.139593 0.194588 0.285682 0.443834 0.779541
2025-06-29 0.074340 0.098128 0.132320 0.188008 0.283232 0.455891 0.847348
2025-07-06 0.069511 0.092779 0.126813 0.183505 0.283474 0.472692 0.931640
2025-07-13 0.067627 0.091576 0.127409 0.188903 0.301933 0.528978 1.136110
2025-07-20 0.066215 0.090934 0.128756 0.195628 0.323862 0.598121 1.415670
2025-07-27 0.064698 0.089996 0.129502 0.201315 0.344682 0.670767 1.759028
2025-08-03 0.062828 0.088454 0.129258 0.205435 0.363653 0.746693 2.190664
2025-08-10 0.060114 0.085414 0.126302 0.204234 0.371238 0.796611 2.578038
2025-08-17 0.056394 0.080543 0.119897 0.195792 0.361385 0.795931 2.737146
2025-08-24 0.053749 0.077275 0.116032 0.191927 0.361485 0.824557 3.087984
2025-08-31 0.051814 0.075061 0.113840 0.191139 0.368712 0.877566 3.665937
2025-09-07 0.050388 0.073604 0.112865 0.192685 0.381893 0.955104 4.572737
2025-09-14 0.047614 0.069752 0.107368 0.184371 0.368932 0.939364 4.737070
2025-09-21 0.045340 0.066654 0.103077 0.178269 0.360961 0.939848 5.067685
2025-09-28 0.043484 0.064188 0.099811 0.174088 0.357517 0.956533 5.614042
2025-10-05 0.043001 0.064042 0.100787 0.179100 0.379624 1.081152 7.833101
2025-10-12 0.042682 0.064159 0.102250 0.185335 0.406549 1.242476 11.784465